REFRESH Bioinformatics Group

FAMSA

FAMSA—What is it?

FAMSA (Fast and Accurate Multiple Sequence Aligner) is a fast multiple sequence alignment algorithm designed for huge protein families. The quality of alignments of large families (a few thousand sequences or more) are better than obtained by Clustal Omega and MAFFT.

Terms of use of FAMSA

FAMSA is in general a free program available in both binary and source code releases. More details can be found out on download page.

Publications

+ Deorowicz, S., Debudaj-Grabysz, A., Gudys, A., FAMSA: Fast and accurate multiple sequence alignment of huge protein families, Scientific Reports, 2016; 6(33964):Abstract.

Rapid development of modern sequencing platforms has contributed to the unprecedented growth of protein families databases. The abundance of sets containing hundreds of thousands of sequences is a formidable challenge for multiple sequence alignment algorithms. The article introduces FAMSA, a new progressive algorithm designed for fast and accurate alignment of thousands of protein sequences. Its features include the utilization of the longest common subsequence measure for determining pairwise similarities, a novel method of evaluating gap costs, and a new iterative refinement scheme. What matters is that its implementation is highly optimized and parallelized to make the most of modern computer platforms. Thanks to the above, quality indicators, i.e. sum-of-pairs and total-column scores, show FAMSA to be superior to competing algorithms, such as Clustal Omega or MAFFT for datasets exceeding a few thousand sequences. Quality does not compromise on time or memory requirements, which are an order of magnitude lower than those in the existing solutions. For example, a family of 415519 sequences was analyzed in less than two hours and required no more than 8?GB of RAM. FAMSA is available for free at http://sun.aei.polsl.pl/REFRESH/famsa.